Accepted Papers

Main Track

Business Taxonomy Construction Using Concept-Level Hierarchical Clustering

Haodong Bai, Frank Xing, Erik Cambria and Win-Bin Huang

Towards Disambiguating Contracts for their Successful Execution - A Case from Finance Domain

Preethu Rose Anish, Abhishek Sainani, Nitin Ramrakhiyani, Sachin Pawar, Girish K Palshikar and Smita Ghaisas

Rationale classification for educational trading platforms

Annie Ying and Pablo Duboue

CoFiF: A Corpus of Financial Reports in French Language

Tobias Daudert and Sina Ahmadi

Step-wise Refinement Classification Approach for Enterprise Legal Litigation

Ying Mao, Xian Wang, Jianbo Tang and Changliang Li

CoSACT: A Collaborative Tool for Fine-Grained Sentiment Annotation and Consolidation of Text

Tobias Daudert, Manel Zarrouk and Brian Davis

Financial Text Data Analytics Framework for Business Confidence Indices and Inter-Industry Relations

Hiroki Sakaji, Ryota Kuramoto, Hiroyasu Matsushima, Kiyoshi Izumi, Takashi Shimada and Keita Sunakawa

Learning to Learn Sales Prediction with Social Media Sentiment

Zhaojiang Lin, Andrea Madotto, Genta Indra Winata, Zihan Liu, Yan Xu, Cong Gao and Pascale Fung

Leveraging BERT to Improve the FEARS Index for Stock Forecasting

Linyi Yang, Ruihai Dong, Tin Lok James Ng and Yang Xu

Economic Causal-Chain Search using Text Mining Technology

Kiyoshi Izumi and Hiroki Sakaji

Transformer-Based Capsule Network For Stock Movement Prediction

Jintao Liu, Hongfei Lin, Xikai Liu, Bo Xu, Yuqi Ren, Yufeng Diao and Liang Yang

Pluto: A Deep Learning based Watchdog for Anti Money Laundering

Hao-Yuan Chen, Shang-Xuan Zou and Cheng-Lung Sung

From Creditworthiness to Trustworthiness with alternative NLP/NLU approaches

Charles Crouspeyre, Eleonore Alesi and Karine Lespinasse

On a Chatbot Conducting a Virtual Dialogue in Financial Domain

Boris Galitsky and Dmitry Ilvovsky

FinSBD Shared Task

The FinSBD-2019 Shared Task: Sentence boundary detection in PDF Noisy text in the Financial Domain

Abderrahim Ait Azzi, Houda Bouamor and Sira Ferradans

AIG Investments.AI at the FinSBD Task: Sentence Boundary Detection through Sequence Labelling and BERT Fine-tuning

Jinhua Du, Yan Huang and Karo Moilanen

aiai at FinSBD task: Sentence Boundary Detection in Noisy Texts From Financial Documents Using Deep Attention Model

Ke Tian and Zi Jun Peng

mhirano at the FinSBD Task: Pointwise Prediction Based on Multi-layer Perceptron for Sentence Boundary Detection

Masanori Hirano, Hiroki Sakaji, Kiyoshi Izumi and Hiroyasu Matsushima

NUIG at the FinSBD Task: Sentence Boundary Detection for Noisy Financial PDFs in English and French

Tobias Daudert and Sina Ahmadi

Sentence Boundary Detection of Financial Data with Domain Knowledge Enhancement and Bilingual Training

Mingyu Wan, Rong Xiang, Emmanuele Chersoni, Natalia Klyueva, Kathleen Ahrens, Bin Miao, David Broadstock, Jian Kang, Amos Yung and Chu-Ren Huang

HITS-SBD at the FinSBD Task: Machine Learning vs. Rule-based Sentence Boundary Detection

Mehwish Fatima and Mark-Christoph Mueller

AI_Blues at FinSBD Shared Task: CRF-based Sentence Boundary Detection in PDF Noisy Text in the Financial Domain

Ditty Mathew and Chinnappa Guggilla